SourcesTaalas HC1 Custom Silicon 17000 Tokens Per SecondTaalas·high signalCanadian startup serving Llama 3.1 8B at 17,000 tok/s on model-specific ASIC. 73x H200 speed, 10x less power. TSMC N6, M raised from Fidelity.SourceSource pageTaalas↳ Follow the threadPolicy dependency / Stack layerponytail: A 'Laziest Senior Dev' Skill That Cuts Agent-Written Code by ~54% Is the Fastest-Rising Repo on GitHubGitHubPolicy dependency / Stack layerIAPS warns on Kimi Claw: security and governance risks of Chinese-hosted 'always-on' AI agentsIAPSStack layer / Update threadHugging Face Ships a Native-Speed vLLM Transformers Modeling BackendHugging FaceStack layer / Follow-up threadOpenAI's GPT-Live-1 Makes Voice Full-Duplex and Delegates Hard Reasoning to GPT-5.5OpenAIStack layer / ContrastGive /goal a deterministic threshold and a max-turn cap in the same sentenceClaude by AnthropicStack layerOpenAI's Official GPT-5.6 Announcement: Fewer Tokens per Task, Not Just a Higher CeilingOpenAIStack layerShow HN: Colibri Runs GLM-5.2's 744B MoE on a 25GB-RAM Consumer Machine in Pure CHacker News / JustVugg (GitHub)Policy dependency / Stack layerHalluSquatting weaponizes LLM hallucinations to push botnet malware into agentsThe Hacker News